hanyin88 / DRG-LLaMALinks
This repository contains the code used for DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients (https://arxiv.org/abs/2309.12625).
☆28Updated last year
Alternatives and similar repositories for DRG-LLaMA
Users that are interested in DRG-LLaMA are comparing it to the libraries listed below
Sorting:
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆113Updated last year
- Vector Guideline Comparison for Medical Oncology☆35Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆24Updated last year
- Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Fi…☆16Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆38Updated 5 months ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆45Updated last year
- Code repository to create the MIMIC-CDM Dataset.☆35Updated 5 months ago
- Python package for Andrew Vickers' Decision Curve Analysis method to evaluate prediction models and diagnostic tests☆31Updated last week
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆20Updated last year
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆19Updated last year
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆63Updated last month
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆38Updated last month
- Clinical text summarization by adapting large language models☆146Updated 11 months ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆29Updated last year
- PMC-Patients☆98Updated last year
- Training HuggingFace models on EHR data☆27Updated 2 weeks ago
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆71Updated last year
- PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems…☆68Updated last year
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆106Updated 10 months ago
- ☆41Updated last year
- MedAlign is a clinician-generated dataset for instruction following with electronic medical records.☆95Updated 2 months ago
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆30Updated 10 months ago
- LLM Embeddings for ICD 10 Data☆51Updated 7 months ago
- ☆61Updated 2 years ago
- Code base, outputs, scoring guidelines and annotations for ChatGPT NCCN evaluation | Paper: https://jamanetwork.com/journals/jamaoncology…☆18Updated last year
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆178Updated last month
- Cohort definition Application Programming in R☆17Updated 2 months ago
- ☆38Updated last year
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 4 years ago
- ☆28Updated 4 months ago